個(gè)人簡(jiǎn)介

陳文清，必贏3003no1線路檢測(cè)中心“百人計(jì)劃”助理教授，碩士研究生導(dǎo)師，博士畢業(yè)于上海交通大學(xué)電子信息與電氣工程學(xué)院、人工智能研究院，師從金耀輝教授。主要研究方向包括自然語(yǔ)言處理、大語(yǔ)言模型、代碼智能、智慧醫(yī)療、智慧司法等，目前研究興趣集中在大語(yǔ)言模型的復(fù)雜推理。主持縱向項(xiàng)目包括國(guó)自然青年基金、廣東省面上項(xiàng)目、人工智能教育部重點(diǎn)實(shí)驗(yàn)室開放課題；主持兩項(xiàng)大模型橫向課題；參與國(guó)家重點(diǎn)研發(fā)計(jì)劃、上海市級(jí)科技重大專項(xiàng)資助、上海市人工智能創(chuàng)新發(fā)展專項(xiàng)資助、上海市科技計(jì)劃等多個(gè)基金項(xiàng)目。在人工智能領(lǐng)域、自然語(yǔ)言處理國(guó)際權(quán)威期刊及會(huì)議發(fā)表論文20+篇，獲國(guó)家發(fā)明專利授權(quán)6項(xiàng)。擔(dān)任多個(gè)國(guó)際頂級(jí)會(huì)議和期刊的審稿人，如ACL、EMNLP、IJCAI、AAAI、 Expert Syst App.等。

主頁(yè)：https://chenwq95.github.io/

郵箱：

chenwq95@mail.sysu.edu.cn

 

碩士招生

每年招收推免或統(tǒng)考的碩士研究生，招生方向包括自然語(yǔ)言處理 (Natural Language Processing)、代碼智能 (Code Intelligence)，智慧醫(yī)療 (AI for Medicine)、智慧司法 (AI for Law)等。歡迎有意向加入必贏3003no1線路檢測(cè)中心讀研的同學(xué)，以及有意向參與科研的必贏3003no1線路檢測(cè)中心大二、大三本科生同學(xué)與我聯(lián)系。優(yōu)秀的畢業(yè)生可推薦到國(guó)內(nèi)外高校深造或到各大互聯(lián)網(wǎng)公司實(shí)習(xí)就業(yè)。

 

 

教育、工作經(jīng)歷

2022.07-, 必贏3003no1線路檢測(cè)中心，百人計(jì)劃助理教授

2017.04-2022.06，上海交通大學(xué)，人工智能研究院，博士

2012.09-2015.06，北京師范大學(xué)，腦與認(rèn)知科學(xué)研究院，碩士

2008.09-2012.06，華中科技大學(xué)，電子與信息工程系數(shù)理提高班，學(xué)士

 

學(xué)術(shù)服務(wù)

期刊會(huì)議審稿人：ACL（CCF-A類），EMNLP（CCF-B類）、COLING（CCF-B類）、ACL Rolling Review、AAAI（CCF-A類）、IJCAI（CCF-A類）、Expert Systems With Applications (中科院一區(qū))

 

 

主持項(xiàng)目

2024 - 2026：國(guó)家自然科學(xué)基金青年科學(xué)基金項(xiàng)目，主持

2024 - 2026：廣東省自然科學(xué)基金（面上項(xiàng)目），主持

2024 - 2025：上海交通大學(xué)--人工智能教育部重點(diǎn)實(shí)驗(yàn)室開放課題，主持

2023 - 2024：橫向課題-招聯(lián)金融-金融大模型，主持

2023 - 2024：橫向課題-中國(guó)電建集團(tuán)“華東院”-電力大模型，主持

 

參與項(xiàng)目

1. 2018-2021，國(guó)家重點(diǎn)研發(fā)計(jì)劃項(xiàng)目，全流程管控的精細(xì)化執(zhí)行技術(shù)及裝備研究。

2. 2020-2022，國(guó)家重點(diǎn)研發(fā)計(jì)劃項(xiàng)目，基于區(qū)塊鏈的老年主動(dòng)健康智能照護(hù)平臺(tái)研究與應(yīng)用。

3. 2021-2022，上海市級(jí)科技重大專項(xiàng)資助，人工智能前沿基礎(chǔ)理論與關(guān)鍵技術(shù)——自主智能無(wú)人系統(tǒng)。

4. 2020-2022，上海市人工智能創(chuàng)新發(fā)展專項(xiàng)資助，面向政務(wù)服務(wù)的人工智能開源開放平臺(tái)。

5. 2021-2022，上海市科技計(jì)劃項(xiàng)目，“一網(wǎng)通辦”無(wú)人干預(yù)自動(dòng)審批關(guān)鍵技術(shù)研究與應(yīng)用示范。

 

 

主要學(xué)術(shù)成果：

  1.  Wenqing Chen, Weicheng Wang, Zhixuan Chu, Kui Ren, Zibin Zheng, Zhichao Lu. Self-Para-Consistency: Improving Reasoning Tasks at Low Cost for Large Language Models[C]. ACL 2024 Findings. (CCF A)
  2.  Wenqing Chen, Jidong Tian, Caoyun Fan, Yitian Li, Hao He, Yaohui Jin. Preference-Controlled Multi-Objective Reinforcement Learning for Conditional Text Generation[C]. AAAI 2023. (CCF A)
  3.  Jidong Tian*, Wenqing Chen*, Yitian Li, Caoyun Fan, Hao He, Yaohui Jin. Latent Constraints on Unsupervised Text-Graph Alignment with Information Asymmetry[C]. AAAI 2023. (CCF A)
  4. Caoyun Fan*, Wenqing Chen*, Jidong Tian, Hao He, Yaohui Jin. Improving the Out-Of-Distribution Generalization Capability of Language Models: Counterfactually-Augmented Data is not Enough. ICASSP 2023 (CCF-B)
  5. Caoyun Fan*, Wenqing Chen*, Jidong Tian, Hao He, Yaohui Jin. Accurate use of label dependency in multi-label text classification through the lens of causality. 2023. Applied Intelligence. (SCI，中科院2區(qū))
  6.  Wenqing Chen, Jidong Tian, Yitian Li, Hao He, Yaohui Jin. De-Confounded Variational Encoder-Decoder for Logical Table-to-Text Generation[C]. ACL/IJCNLP (1) 2021: 5532-5542. (CCF A)
  7.  Wenqing Chen, Jidong Tian, Caoyun Fan, Hao He, Yaohui Jin. Dependent Multi-Task Learning with Causal Intervention for Image Captioning[C]. IJCAI 2021: 2263-2270. (CCF A)
  8.  Wenqing Chen, Jidong Tian, Liqiang Xiao, Hao He, Yaohui Jin. Exploring Logically Dependent Multi-task Learning with Causal Inference[C]. EMNLP (1) 2020: 2213-2225. (CCF B)
  9.  Wenqing Chen, Jidong Tian, Liqiang Xiao, Hao He, Yaohui Jin. A Semantically Consistent and Syntactically Variational Encoder-Decoder Framework for Paraphrase Generation[C]. COLING 2020: 1186-1198. (CCF B)
  10.  He Chen, Wenqing Chen, Yan Song, Li Sun, Xiaoli Li. EEG Characteristics of Children with Attention-Deficit/Hyperactivity Disorder[J]. Neuroscience 406: 444-456, 2019. (SCI, IF: 3.304)
  11.  Honglun Zhang, Wenqing Chen, Jidong Tian, Hao He, Yaohui Jin. RAG: Facial Attribute Editing by Learning Residual Attributes[J]. IEEE Access 7: 83266-83276, 2019. (SCI, IF: 3.367)
  12.  Jidong Tian, Yitian Li, Wenqing Chen, Liqiang Xiao, Hao He, Yaohui Jin. Weakly Supervised Neural Symbolic Learning for Cognitive Tasks. AAAI 2022: 5888-5896. (CCF A)
  13.  Jidong Tian, YitianLi, Wenqing Chen, Liqiang Xiao, Hao He, Yaohui Jin. Diagnosing the First-Order Logical Reasoning Ability Through LogicNLI[C]. EMNLP (1) 2021: 3738-3747. (CCF B)
  14.  Liqiang Xiao, Honglun Zhang, Wenqing Chen, Yongkun Wang, Yaohui Jin. Transformable Convolutional Neural Network for Text Classification[C]. IJCAI 2018: 4496-4502. (CCF A)
  15.  Honglun Zhang, Liqiang Xiao, Wenqing Chen, Yongkun Wang, Yaohui Jin. Generative Warfare Nets: Ensemble via Adversaries and Collaborators[C]. IJCAI 2018: 3075-3081. (CCF A)
  16.  Honglun Zhang, Liqiang Xiao, Wenqing Chen, Yongkun Wang, Yaohui Jin. Multi-Task Label Embedding for Text Classification[C]. EMNLP 2018: 4545-4553. (CCF B)
  17.  Liqiang Xiao, Honglun Zhang, Wenqing Chen, Yongkun Wang, Yaohui Jin. MCapsNet: Capsule Network for Text with Multi-Task Learning[C]. EMNLP 2018: 4565-4574. (CCF B)
  18.  Liqiang Xiao, Honglun Zhang, Wenqing Chen, Yongkun Wang, Yaohui Jin. Learning What to Share: Leaky Multi-Task Network for Text Classification[C]. COLING 2018: 2055-2065. (CCF B)
  19.  Liqiang Xiao, Honglun Zhang, Wenqing Chen. Gated Multi-Task Network for Text Classification[C]. NAACL-HLT (2) 2018: 726-731. (CCF C)

 

授權(quán)專利

1. 姜華，陳文清，田濟(jì)東. "具有依賴關(guān)系的自然語(yǔ)言多任務(wù)建模、預(yù)測(cè)方法及系統(tǒng)", CN112488290B, 2021.

2. 姜華，陳文清，田濟(jì)東. "一種同義句生成方法、系統(tǒng)、終端及存儲(chǔ)介質(zhì)", CN112287641B, 2021.

3. 姜華，田濟(jì)東，陳文清，肖力強(qiáng). "基于強(qiáng)化學(xué)習(xí)的級(jí)聯(lián)信息提取系統(tǒng)及方法", CN112487811A, 2021.

4. 金耀輝，何浩，肖力強(qiáng)，陳文清，田濟(jì)東. "基于預(yù)訓(xùn)練語(yǔ)言模型和信息論的自動(dòng)化文本摘要評(píng)測(cè)方法", CN112528598A, 2022.

5. 金耀輝，何浩，肖力強(qiáng)，陳文清，田濟(jì)東. "混合式文本摘要生成方法、系統(tǒng)、終端及存儲(chǔ)介質(zhì)", CN112464657A, 2022.

6. 金耀輝，何浩，肖力強(qiáng)，陳文清，田濟(jì)東. "基于語(yǔ)句融合的文本摘要生成方法、系統(tǒng)、終端及介質(zhì)", CN112464658A, 2022.